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Surface reconstruction of rotating objects from monocular video

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Boden, Charlotte and Bhalerao, Abhir (2011) Surface reconstruction of rotating objects from monocular video. In: 13th International Conference, ACIVS 2011, Ghent, Belgium, 22-25 Aug 2011. Published in: Lecture Notes in Computer Science, Vol.6915 pp. 702-711.

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Abstract

The ability to model 3D objects from monocular video allows for a number of very useful applications, for instance: 3D face recognition, fast prototyping and entertainment. At present there are a number of methods available for 3D modelling from this and similar data. However many of them are either not robust when presented with real world data, or tend to bias their results to a prior model. Here we use energy minimisation of a restricted circular motion model to recover the 3D shape of an object from video of it rotating. The robustness of the algorithm to noise in the data and deviations from the assumed motion is tested and a 3D model of a real polystyrene head is created.

Item Type: Conference Item (Paper)
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Divisions: Faculty of Science > Computer Science
Journal or Publication Title: Lecture Notes in Computer Science
Publisher: Springer
ISSN: 0302-9743
Book Title: Advances Concepts for Intelligent Vision Systems
Date: 2011
Volume: Vol.6915
Page Range: pp. 702-711
Identification Number: 10.1007/978-3-642-23687-7_63
Status: Peer Reviewed
Publication Status: Published
Access rights to Published version: Restricted or Subscription Access
Conference Paper Type: Paper
Title of Event: 13th International Conference, ACIVS 2011
Type of Event: Conference
Location of Event: Ghent, Belgium
Date(s) of Event: 22-25 Aug 2011
URI: http://wrap.warwick.ac.uk/id/eprint/42231

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